Gunnar Tufte
Gunnar Tufte
Professor; Deputy Head of Department (Research); Head of the PhD Program in Computer Science
gunnar.tufte@ntnu.no
About
I am part of the Computer Architecture Lab CAL) and the Computational Magnetic Metamaterials (COMET) research group Main interest: --- Unconventional Machines: Architecture, Design and Computation.
Research:
Keywords: Vast Parallel Architectures, nanosystems, Bio-Inspired Hardware and Methods, Artificial Development, Evolutionary Computation, Evolvable Hardware, Artificial Life, cellular computing, cellular automata, self-replication, reconfigurable hardware.
The overal subject of computer architecture research at CAL is parallelism. Rsearch related to parallel machines and massive parallel processing. The target for our research is toward a future of massive parallelism. Topics include: computer architecture, the hardware/software interface, energy effcient computation, future materials and technology..
My approach is toward unconventional machines. At the architecture level: vast parallel machine architectures exploring the possibility of computation from simple computing elements with only local communication. At the technology level my research intrest is toward computational materials, such as: evolving nanosystems in the NASCENCE (NAnoSCale Engineering for Novel Computation using Evolution) project,or NTNU Morphogenetic Engineering initiative. Resently I have work on nanomagnetic systems as a substrate for novel computing devices in projects funded by NFR : SOCRATES (Self-Organizing Computational substRATES) and the SPrINTER projects, and in the EU funded FET-Open SpinENGINE project.
Research
The overal subject of computer architecture research at the Computing (COMP) research group is parallelism. Rsearch related to parallel machines and massive parallel processing. The target for our research is toward a future of massive parallelism. Topics include: computer architecture, the hardware/software interface, energy effcient computation, future materials and technology..
My approach is toward unconventional machines. At the architecture level: vast parallel machine architectures exploring the possibility of computation from simple computing elements with only local communication. At the technology level my research intrest is toward computational materials, such as: evolving nanosystems in the NASCENCE (NAnoSCale Engineering for Novel Computation using Evolution) project,or NTNU Morphogenetic Engineering initiative. Resently I have worked on nanomagnetic systems as a substrate for novel computing devices in the NFR funded SOCRATES project and the SPrINTER projects. and in the EU funded FET-Open SpinENGINE project.
SpinENGINE
The SpinENGINE project will lay the foundations for a new, massively parallel, platform based on emergent behaviour in nanomagnet ensembles.
The SpinEngine project has received funding from the European Union’s Horizon 2020 FET-Open programme
SPrINTER
The SPrINTER project aims at creating a radically new technology for low-power spin-based computing. SPrINTER is partially funded by the Norwegian Research Council (NFR). Researcher Project for Technological Convergence under the project agreement 331821.
flatspin
flatspin: A Large-Scale Artificial Spin Ice Simulator.
flatspin is open-source software. under under the GPLv3 license. flatspin is developed and maintained by an interdisciplinary group of researchers at NTNU.
Publications
2025
-
Penty, Arthur George;
Jensen, Johannes Høydahl;
Tufte, Gunnar.
(2025)
Artificial Life in-materio.
Academic chapter
-
Bhandari, Dheerendra Singh;
Strømberg, Anders;
Breivik, Ida;
Penty, Arthur George;
Jensen, Johannes H.;
Foerster, Michael;
Tufte, Gunnar;
Folven, Erik.
(2025)
Clocking emergent magnetic monopoles in square artificial spin ice.
Physical review B (PRB)
Academic article
-
Penty, Arthur George;
Jensen, Johannes Høydahl;
Breivik, Ida;
Strømberg, Anders;
Folven, Erik;
Tufte, Gunnar.
(2025)
Controllable gliders in a nanomagnetic metamaterial.
Nature Communications
Academic article
-
Dwivedi, Saumitra;
Torres, Ricardo;
Hameed, Ibrahim A.;
Tufte, Gunnar;
Karlsen, Anniken Susanne Thoresen.
(2025)
Koopman-based data-driven soft artificial life: obtaining rulesets from observed data.
Natural Computing
Academic article
2024
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Breivik, Ida;
Penty, Arthur George;
Nino, Miguel Angel;
Khaliq, Muhammad Waqas;
Foerster, Michael;
Tufte, Gunnar;
Folven, Erik.
(2024)
Clocked dynamics in artificial spin ice.
Nature Communications
Academic article
-
Aven, Thomas;
Jensen, Johannes Høydahl;
Tufte, Gunnar.
(2024)
Lattice reservoirs: symmetry breaking and information flow in physical reservoir computing.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
2023
-
Penty, Arthur George;
Tufte, Gunnar.
(2023)
Evolving Music from a Self-Organising Nanomagnetic Orchestra.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
-
Penty, Arthur George;
Tufte, Gunnar.
(2023)
Evolving Artificial Spin Ice for Robust Computation.
International Journal of Unconventional Computing
Academic article
-
Filho, Sidney Pontes;
Nichele, Stefano;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Sandvig, Ioanna;
Tufte, Gunnar.
(2023)
Optimization of dynamical systems towards criticality and intelligent behavior.
Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
-
Penty, Arthur George;
Tufte, Gunnar.
(2023)
Evolving Artificial Spin Ice for Robust Computation.
International Journal of Unconventional Computing
Academic article
-
Heiney, Kristine;
Nichele, Stefano;
Sandvig, Ioanna;
Tufte, Gunnar.
(2023)
Deciphering and emulating neuronal communication: Population-level computation from elemental interactions.
NTNU
Doctoral thesis
2022
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embeddings.
MIC Journal: Modeling, Identification and Control
Academic article
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Lealiaert, Jonathan;
Själander, Magnus;
Folven, Erik;
Tufte, Gunnar.
(2022)
Flatspin: A large-scale artificial spin ice simulator.
Physical review B (PRB)
Academic article
-
Knudsen, August Martinius Espedal;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control
Academic article
2021
-
Penty, Arthur George;
Tufte, Gunnar.
(2021)
A Representation of Artificial Spin Ice for Evolutionary Search.
Academic chapter
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Model-Free All-Source-All-Destination Learning as a Model for Biological Reactive Control.
MIC Journal: Modeling, Identification and Control
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control
Academic article
2020
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Själander, Magnus;
Folven, Erik;
Tufte, Gunnar.
(2020)
flatspin: A Large-Scale Artificial Spin Ice Simulator.
arXiv.org
Academic article
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Tufte, Gunnar;
Nichele, Stefano.
(2020)
EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.
Academic chapter
-
Jensen, Johannes Høydahl;
Tufte, Gunnar.
(2020)
Reservoir Computing in Artificial Spin Ice.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Tufte, Gunnar;
Nichele, Stefano.
(2020)
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality.
Cognitive Neurodynamics
Academic article
-
Jensen, Johannes H.;
Folven, Erik;
Tufte, Gunnar.
(2020)
Computation in artificial spin ice.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
-
Sandvig, Axel;
Sandvig, Ioanna;
Tufte, Gunnar;
Ramstad, Ola Huse.
(2020)
Neural disorder at the edge of chaos.
Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
2019
-
Pontes-Filho, Sidney;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Nichele, Stefano;
Tufte, Gunnar.
(2019)
A general representation of dynamical systems for reservoir computing.
Academic chapter
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2019)
Viewing Rate-Based Neurons as Biophysical Conductance Outputting Models.
Lecture Notes in Computer Science (LNCS)
Academic article
2018
-
Jensen, Johannes Høydahl;
Folven, Erik;
Tufte, Gunnar.
(2018)
Computation in artificial spin ice.
Academic chapter
2017
-
Aaser, Peter;
Knudsen, Martinius;
Ramstad, Ola Huse;
van de Wijdeven, Rosanne;
Nichele, Stefano;
Sandvig, Ioanna;
Tufte, Gunnar;
Bauer, Ulrich Stefan;
Halaas, Øyvind;
Hendseth, Sverre.
(2017)
Towards Making a Cyborg: A Closed-Loop Reservoir-Neuro System.
Academic chapter
-
Nichele, Stefano;
Risi, Sebastian;
Tufte, Gunnar;
Beloff, Laura.
(2017)
Towards a Plant Bio-Machine.
Academic chapter
-
Nichele, Stefano;
Ose, Mathias Berild;
Risi, Sebastian;
Tufte, Gunnar.
(2017)
CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication.
IEEE Transactions on Cognitive and Developmental Systems
Academic article
-
Nichele, Stefano;
Farstad, Sigve Sebastian;
Tufte, Gunnar.
(2017)
Universality of Evolved Cellular Automata in-Materio.
International Journal of Unconventional Computing
Academic article
-
Jensen, Johannes;
Tufte, Gunnar.
(2017)
Reservoir Computing with a Chaotic Circuit.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2017)
Evolution-in-materio computations: Hierarchies rising from electron dynamics in carbon nanotubes.
Academic chapter
2016
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Evolution-in-Materio of a dynamical system with dynamical structures.
Academic chapter
-
Farstad, Sigve Sebastian;
Nichele, Stefano;
Tufte, Gunnar.
(2016)
Towards Standalone In-Materio Devices: Stable Logic Gates and Elementary Cellular Automata in Carbon Nanotubes Material.
Academic chapter
-
Nichele, Stefano;
Jensen, Johannes Høydahl;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Dynamics in Carbon Nanotubes for In-Materio Computation.
International Journal On Advances in Systems and Measurements
Academic article
-
Nichele, Stefano;
Giskeødegård, Andreas;
Tufte, Gunnar.
(2016)
Evolutionary Growth of Genome Representations on Artificial Cellular Organisms with Indirect Encodings.
Artificial Life
Academic article
-
Nichele, Stefano;
Glover, Tom;
Tufte, Gunnar.
(2016)
Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano.
(2016)
An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2016)
A hierarchical view on Evolution-In-Materio computations.
Academic chapter
2015
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Massey, Mark K.;
Petty, Michael C..
(2015)
Evolution-in-materio: solving computational problems using carbon nanotube–polymer composites.
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Academic article
-
Brandslet, Steinar;
Umuroglu, Yaman;
Tufte, Gunnar.
(2015)
Tre måneder på å gjøre det umulige.
Gemini
Professional article
-
Nichele, Stefano;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
Is There Chaos in Blobs of Carbon Nanotubes Used to Perform Computation?.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar;
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen.
(2015)
Bringing Colours to the Black Box - A Novel Approach to Explaining Materials for Evolution-in-Materio.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2015)
Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes.
Academic chapter
-
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano;
Tufte, Gunnar.
(2015)
An Investigation of Square Waves for Evolution in Carbon Nanotubes Material.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2015)
Evolvability, Complexity and Scalability of Cellular Evolutionary and Developmental Systems.
Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
-
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials.
Academic chapter
2014
-
Nichele, Stefano;
Wold, Håkon Hjelde;
Tufte, Gunnar.
(2014)
Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms.
Academic chapter
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2014)
Comparison and Evaluation of Signal Representations for a Carbon Nanotube Computational Device.
Academic chapter
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K.;
Petty, Michael C..
(2014)
Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar.
(2014)
Evolution-in-materio: evolving computation in materials.
Evolutionary Intelligence
Academic article
-
Lykkebø, Odd Rune Strømmen;
Harding, Simon;
Tufte, Gunnar;
Miller, Julian F..
(2014)
Mecobo: A hardware and software platform for in materio evolution.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mohid, Maktuba;
Miller, Julian;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K.;
Petty, Michael C..
(2014)
Evolution-in-materio: Solving function optimization problems using materials.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Measuring phenotypic structural complexity of artificial cellular organisms: Approximation of kolmogorov complexity with lempel-ziv compression.
Advances in Intelligent Systems and Computing
Academic article
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2014)
Investigation of Developmental Mechanisms in Common Developmental Genomes.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Evolutionary Growth of Genomes for the Development and Replication of Multicellular Organisms with Indirect Encoding.
Academic chapter
2013
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Measuring Phenotypic Structural Complexity of Artificial Cellular Organisms. Approximation of Kolmogorov Complexity with Lempel-Ziv Compression.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Evolution of Incremental Complex Behavior on Cellular Machines.
Academic chapter
2012
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
Is Common Developmental Genome a Panacea Towards More Complex Problems?.
Academic chapter
-
Broersma, Hajo;
Gomez, Faustino;
Miller, Julian F.;
Petty, Mike;
Tufte, Gunnar.
(2012)
Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution.
International Journal of Unconventional Computing
Academic article
-
Stepney, Susan;
Diaconescu, Ada;
Doursat, René;
Giavitto, Jean-Louis;
Kowaliw, Taras;
Leyser, Ottoline;
MacLennan, Bruce;
Michel, Olivier;
Miller, Julian F.;
Nikolic, Igor.
(2012)
Gardening Cyber-Physical Systems.
Lecture Notes in Computer Science (LNCS)
Conference abstract
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
On the Evolvability of Different Computational Architectures using a Common Developmental Genome.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2012)
Genome Parameters as Information to Forecast Emergent Developmental Behaviors.
Academic chapter
2011
-
Tufte, Gunnar.
(2011)
Metamorphosis and Artificial Development: An Abstract Approach to Functionality.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Adaptation in Tissue Sustained by Hormonal Loops.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar.
(2011)
Evolution of Development - The Next Step to Go?.
IEEE CIS Newsletter on Autonomous Mental Developmen
Academic article
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable of Developing Distinct Computational Architectures.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Autonomous adaptation inspired by the model of a minimal living system provided by chemoton theory.
Nano Communication Networks
Academic article
-
Tufte, Gunnar;
Nichele, Stefano.
(2011)
On the correlations between developmental diversity and genomic composition.
Academic chapter
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable Of Developing Distinct Computational Architectures.
IEEE Transactions on Evolutionary Computation
Academic article
2010
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Achieving Robustness in Adaptive Systems - Can Hierarchies Help?.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2010)
Trajectories and Attractors as Specification for the Evolution of Behavior in Cellular Automata.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Autonomous Adaptive Cell in Silicon Inspired by a Model of Minimal Living System.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Improving Robustness to Environmental Fluctuations - Dynamical Hierarchies Included.
Academic chapter
2009
-
Tufte, Gunnar.
(2009)
The Discrete Dynamics of Developmental Systems.
Academic chapter
-
Santini, Cristina Costa;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Bio-inspired Reverse Engineering of Regulatory Networks.
Academic chapter
-
Antonakopoulos, Konstantin;
Tufte, Gunnar.
(2009)
Possibilities and Contraints of Basic Computational Units in Developmental Systems.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology.
Academic chapter
-
Tufte, Gunnar.
(2009)
From Evo to EvoDevo: Mapping and Adaptation in Artificial Development.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Stochastic Adaptation to Environmental Changes Supported by Endocrine System Principles.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
Adapting to Fluctuating Environments - Learning from Living Systems.
Academic chapter
-
Tufte, Gunnar.
(2009)
Evolvable Machines: An EvoDevo Approach.
Academic chapter
2008
-
Tufte, Gunnar.
(2008)
Discovery and Investigation of Inherent Scalability in Developmental Genomes.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Jaccheri, Letizia;
Trifonova, Anna;
Tufte, Gunnar;
Gangvik, Espen.
(2008)
The Open Wall.
Academic chapter
-
Tufte, Gunnar.
(2008)
Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information.
Academic chapter
-
Tufte, Gunnar.
(2008)
Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development.
Academic chapter
-
Tufte, Gunnar;
Gangvik, Espen.
(2008)
Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture.
Lecture Notes in Computer Science (LNCS)
Academic article
2007
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Achieving environmental tolerance through the initiation and exploitation of external information.
Academic chapter
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Extending Artificial Development: Exploiting Environmental information for the achievement of Phenotypic Plasticity.
Lecture Notes in Computer Science (LNCS)
Academic article
2006
-
Tufte, Gunnar.
(2006)
Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System.
Academic chapter
-
Tufte, Gunnar.
(2006)
Cellular Development: A Search for Functionality.
Academic chapter
-
Tufte, Gunnar;
Thomassen, Joacim.
(2006)
Size Matters: Scaling of Organisms and Genomes for Development of Emergent Structures.
Academic chapter
2005
-
Tufte, Gunnar;
Haddow, Pauline.
(2005)
Towards Development on a Silicon-based Cellular Computing Machine.
Natural Computing
Academic article
-
Tufte, Gunnar.
(2005)
Mikroprosessorar - ein del av kvardagen.
NRK.no
Popular science article
2004
-
Tufte, Gunnar.
(2004)
Development of Digital Circuits on a Virtual Sblock FPGA.
NTNU
Doctoral thesis
-
Tufte, Gunnar;
Haddow, Pauline.
(2004)
Biologically-inspired: A rule-based self-reconfiguration of a virtex chip.
Lecture Notes in Computer Science (LNCS)
Academic article
2003
-
Tufte, Gunnar;
Haddow, Pauline.
(2003)
Building Knowledge into Developmental Rules for Circuite Design.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Haddow, Pauline;
Tufte, Gunnar;
Remortel, Piet van.
(2003)
Evolvable Hardware: Pumping Life into Dead Silicon.
Academic chapter
-
Djupdal, Asbjørn;
Tufte, Gunnar;
Aunet, Snorre.
(2003)
Konstruksjon av maskinvare for kjøring av sblokk-baserte eksperimenter.
NTNU
Master thesis
2002
-
Tufte, Gunnar.
(2002)
Evolusjonær maskinvare.
Encyclopedia chapter
2001
-
Haddow, Pauline;
Tufte, Gunnar;
Remortel, Piet van.
(2001)
Shrinking the Genotype: L-systems for EHW ?.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Haddow, Pauline;
Tufte, Gunnar.
(2001)
Bridging the Genotype-Phenotype Mapping for Digital FPGAs.
Academic chapter
Journal publications
-
Bhandari, Dheerendra Singh;
Strømberg, Anders;
Breivik, Ida;
Penty, Arthur George;
Jensen, Johannes H.;
Foerster, Michael;
Tufte, Gunnar;
Folven, Erik.
(2025)
Clocking emergent magnetic monopoles in square artificial spin ice.
Physical review B (PRB)
Academic article
-
Penty, Arthur George;
Jensen, Johannes Høydahl;
Breivik, Ida;
Strømberg, Anders;
Folven, Erik;
Tufte, Gunnar.
(2025)
Controllable gliders in a nanomagnetic metamaterial.
Nature Communications
Academic article
-
Tufte, Gunnar.
(2011)
Metamorphosis and Artificial Development: An Abstract Approach to Functionality.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Adaptation in Tissue Sustained by Hormonal Loops.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Massey, Mark K.;
Petty, Michael C..
(2015)
Evolution-in-materio: solving computational problems using carbon nanotube–polymer composites.
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Academic article
-
Tufte, Gunnar.
(2008)
Discovery and Investigation of Inherent Scalability in Developmental Genomes.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Brandslet, Steinar;
Umuroglu, Yaman;
Tufte, Gunnar.
(2015)
Tre måneder på å gjøre det umulige.
Gemini
Professional article
-
Tufte, Gunnar.
(2011)
Evolution of Development - The Next Step to Go?.
IEEE CIS Newsletter on Autonomous Mental Developmen
Academic article
-
Broersma, Hajo;
Gomez, Faustino;
Miller, Julian F.;
Petty, Mike;
Tufte, Gunnar.
(2012)
Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution.
International Journal of Unconventional Computing
Academic article
-
Penty, Arthur George;
Tufte, Gunnar.
(2023)
Evolving Music from a Self-Organising Nanomagnetic Orchestra.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
-
Nichele, Stefano;
Jensen, Johannes Høydahl;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Dynamics in Carbon Nanotubes for In-Materio Computation.
International Journal On Advances in Systems and Measurements
Academic article
-
Penty, Arthur George;
Tufte, Gunnar.
(2023)
Evolving Artificial Spin Ice for Robust Computation.
International Journal of Unconventional Computing
Academic article
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Själander, Magnus;
Folven, Erik;
Tufte, Gunnar.
(2020)
flatspin: A Large-Scale Artificial Spin Ice Simulator.
arXiv.org
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Model-free Control of Partially Observable Underactuated Systems by pairing Reinforcement Learning with Delay Embeddings.
MIC Journal: Modeling, Identification and Control
Academic article
-
Jensen, Johannes Høydahl;
Tufte, Gunnar.
(2020)
Reservoir Computing in Artificial Spin Ice.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
-
Mohid, Maktuba;
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K.;
Petty, Michael C..
(2014)
Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Tufte, Gunnar;
Nichele, Stefano.
(2020)
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality.
Cognitive Neurodynamics
Academic article
-
Miller, Julian F.;
Harding, Simon;
Tufte, Gunnar.
(2014)
Evolution-in-materio: evolving computation in materials.
Evolutionary Intelligence
Academic article
-
Lykkebø, Odd Rune Strømmen;
Harding, Simon;
Tufte, Gunnar;
Miller, Julian F..
(2014)
Mecobo: A hardware and software platform for in materio evolution.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2005)
Towards Development on a Silicon-based Cellular Computing Machine.
Natural Computing
Academic article
-
Nichele, Stefano;
Ose, Mathias Berild;
Risi, Sebastian;
Tufte, Gunnar.
(2017)
CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication.
IEEE Transactions on Cognitive and Developmental Systems
Academic article
-
Nichele, Stefano;
Farstad, Sigve Sebastian;
Tufte, Gunnar.
(2017)
Universality of Evolved Cellular Automata in-Materio.
International Journal of Unconventional Computing
Academic article
-
Laketic, Dragana;
Tufte, Gunnar.
(2011)
Autonomous adaptation inspired by the model of a minimal living system provided by chemoton theory.
Nano Communication Networks
Academic article
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Lykkebø, Odd Rune Strømmen;
Penty, Arthur George;
Lealiaert, Jonathan;
Själander, Magnus;
Folven, Erik;
Tufte, Gunnar.
(2022)
Flatspin: A large-scale artificial spin ice simulator.
Physical review B (PRB)
Academic article
-
Jensen, Johannes H.;
Folven, Erik;
Tufte, Gunnar.
(2020)
Computation in artificial spin ice.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
-
Dwivedi, Saumitra;
Torres, Ricardo;
Hameed, Ibrahim A.;
Tufte, Gunnar;
Karlsen, Anniken Susanne Thoresen.
(2025)
Koopman-based data-driven soft artificial life: obtaining rulesets from observed data.
Natural Computing
Academic article
-
Haddow, Pauline;
Tufte, Gunnar;
Remortel, Piet van.
(2001)
Shrinking the Genotype: L-systems for EHW ?.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2003)
Building Knowledge into Developmental Rules for Circuite Design.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar.
(2005)
Mikroprosessorar - ein del av kvardagen.
NRK.no
Popular science article
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Measuring phenotypic structural complexity of artificial cellular organisms: Approximation of kolmogorov complexity with lempel-ziv compression.
Advances in Intelligent Systems and Computing
Academic article
-
Jensen, Johannes Høydahl;
Strømberg, Anders;
Breivik, Ida;
Penty, Arthur George;
Nino, Miguel Angel;
Khaliq, Muhammad Waqas;
Foerster, Michael;
Tufte, Gunnar;
Folven, Erik.
(2024)
Clocked dynamics in artificial spin ice.
Nature Communications
Academic article
-
Penty, Arthur George;
Tufte, Gunnar.
(2023)
Evolving Artificial Spin Ice for Robust Computation.
International Journal of Unconventional Computing
Academic article
-
Knudsen, August Martinius Espedal;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2022)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control
Academic article
-
Nichele, Stefano;
Giskeødegård, Andreas;
Tufte, Gunnar.
(2016)
Evolutionary Growth of Genome Representations on Artificial Cellular Organisms with Indirect Encodings.
Artificial Life
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Model-Free All-Source-All-Destination Learning as a Model for Biological Reactive Control.
MIC Journal: Modeling, Identification and Control
Academic article
-
Stepney, Susan;
Diaconescu, Ada;
Doursat, René;
Giavitto, Jean-Louis;
Kowaliw, Taras;
Leyser, Ottoline;
MacLennan, Bruce;
Michel, Olivier;
Miller, Julian F.;
Nikolic, Igor.
(2012)
Gardening Cyber-Physical Systems.
Lecture Notes in Computer Science (LNCS)
Conference abstract
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2021)
Global asymptotic stabilization of a pendulum using a single Lyapunov proportional bang-bang control strategy.
Measurement and Control
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2004)
Biologically-inspired: A rule-based self-reconfiguration of a virtex chip.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable Of Developing Distinct Computational Architectures.
IEEE Transactions on Evolutionary Computation
Academic article
-
Knudsen, Martinius;
Hendseth, Sverre;
Tufte, Gunnar;
Sandvig, Axel.
(2019)
Viewing Rate-Based Neurons as Biophysical Conductance Outputting Models.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Aven, Thomas;
Jensen, Johannes Høydahl;
Tufte, Gunnar.
(2024)
Lattice reservoirs: symmetry breaking and information flow in physical reservoir computing.
ALIFE : Proceedings of the Artificial Life Conference
Academic article
-
Tufte, Gunnar;
Gangvik, Espen.
(2008)
Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Extending Artificial Development: Exploiting Environmental information for the achievement of Phenotypic Plasticity.
Lecture Notes in Computer Science (LNCS)
Academic article
Part of book/report
-
Penty, Arthur George;
Jensen, Johannes Høydahl;
Tufte, Gunnar.
(2025)
Artificial Life in-materio.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Achieving Robustness in Adaptive Systems - Can Hierarchies Help?.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2010)
Trajectories and Attractors as Specification for the Evolution of Behavior in Cellular Automata.
Academic chapter
-
Tufte, Gunnar.
(2009)
The Discrete Dynamics of Developmental Systems.
Academic chapter
-
Santini, Cristina Costa;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Bio-inspired Reverse Engineering of Regulatory Networks.
Academic chapter
-
Nichele, Stefano;
Laketic, Dragana;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
Is There Chaos in Blobs of Carbon Nanotubes Used to Perform Computation?.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar;
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen.
(2015)
Bringing Colours to the Black Box - A Novel Approach to Explaining Materials for Evolution-in-Materio.
Academic chapter
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
Is Common Developmental Genome a Panacea Towards More Complex Problems?.
Academic chapter
-
Nichele, Stefano;
Wold, Håkon Hjelde;
Tufte, Gunnar.
(2014)
Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Autonomous Adaptive Cell in Silicon Inspired by a Model of Minimal Living System.
Academic chapter
-
Tufte, Gunnar.
(2002)
Evolusjonær maskinvare.
Encyclopedia chapter
-
Jaccheri, Letizia;
Trifonova, Anna;
Tufte, Gunnar;
Gangvik, Espen.
(2008)
The Open Wall.
Academic chapter
-
Pontes-Filho, Sidney;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Nichele, Stefano;
Tufte, Gunnar.
(2019)
A general representation of dynamical systems for reservoir computing.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2010)
Improving Robustness to Environmental Fluctuations - Dynamical Hierarchies Included.
Academic chapter
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2016)
Evolution-in-Materio of a dynamical system with dynamical structures.
Academic chapter
-
Farstad, Sigve Sebastian;
Nichele, Stefano;
Tufte, Gunnar.
(2016)
Towards Standalone In-Materio Devices: Stable Logic Gates and Elementary Cellular Automata in Carbon Nanotubes Material.
Academic chapter
-
Aaser, Peter;
Knudsen, Martinius;
Ramstad, Ola Huse;
van de Wijdeven, Rosanne;
Nichele, Stefano;
Sandvig, Ioanna;
Tufte, Gunnar;
Bauer, Ulrich Stefan;
Halaas, Øyvind;
Hendseth, Sverre.
(2017)
Towards Making a Cyborg: A Closed-Loop Reservoir-Neuro System.
Academic chapter
-
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2014)
Comparison and Evaluation of Signal Representations for a Carbon Nanotube Computational Device.
Academic chapter
-
Pontes-Filho, Sidney;
Lind, Pedro;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Mello, Gustavo;
Sandvig, Ioanna;
Tufte, Gunnar;
Nichele, Stefano.
(2020)
EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.
Academic chapter
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2011)
A Common Genetic Representation Capable of Developing Distinct Computational Architectures.
Academic chapter
-
Mohid, Maktuba;
Miller, Julian;
Harding, Simon;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Massey, Mark K.;
Petty, Michael C..
(2014)
Evolution-in-materio: Solving function optimization problems using materials.
Academic chapter
-
Nichele, Stefano;
Risi, Sebastian;
Tufte, Gunnar;
Beloff, Laura.
(2017)
Towards a Plant Bio-Machine.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2015)
Morphogenesis and Replication of Multi-Cellular Organisms with Evolved Variable Length Self-Modifying Genomes.
Academic chapter
-
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano;
Tufte, Gunnar.
(2015)
An Investigation of Square Waves for Evolution in Carbon Nanotubes Material.
Academic chapter
-
Penty, Arthur George;
Tufte, Gunnar.
(2021)
A Representation of Artificial Spin Ice for Evolutionary Search.
Academic chapter
-
Antonakopoulos, Konstantin;
Tufte, Gunnar.
(2009)
Possibilities and Contraints of Basic Computational Units in Developmental Systems.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Measuring Phenotypic Structural Complexity of Artificial Cellular Organisms. Approximation of Kolmogorov Complexity with Lempel-Ziv Compression.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology.
Academic chapter
-
Tufte, Gunnar;
Haddow, Pauline.
(2007)
Achieving environmental tolerance through the initiation and exploitation of external information.
Academic chapter
-
Tufte, Gunnar;
Nichele, Stefano.
(2011)
On the correlations between developmental diversity and genomic composition.
Academic chapter
-
Tufte, Gunnar.
(2009)
From Evo to EvoDevo: Mapping and Adaptation in Artificial Development.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar;
Haddow, Pauline.
(2009)
Stochastic Adaptation to Environmental Changes Supported by Endocrine System Principles.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2009)
Adapting to Fluctuating Environments - Learning from Living Systems.
Academic chapter
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2014)
Investigation of Developmental Mechanisms in Common Developmental Genomes.
Academic chapter
-
Haddow, Pauline;
Tufte, Gunnar;
Remortel, Piet van.
(2003)
Evolvable Hardware: Pumping Life into Dead Silicon.
Academic chapter
-
Haddow, Pauline;
Tufte, Gunnar.
(2001)
Bridging the Genotype-Phenotype Mapping for Digital FPGAs.
Academic chapter
-
Tufte, Gunnar.
(2008)
Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information.
Academic chapter
-
Jensen, Johannes Høydahl;
Folven, Erik;
Tufte, Gunnar.
(2018)
Computation in artificial spin ice.
Academic chapter
-
Jensen, Johannes;
Tufte, Gunnar.
(2017)
Reservoir Computing with a Chaotic Circuit.
Academic chapter
-
Tufte, Gunnar.
(2008)
Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2017)
Evolution-in-materio computations: Hierarchies rising from electron dynamics in carbon nanotubes.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2014)
Evolutionary Growth of Genomes for the Development and Replication of Multicellular Organisms with Indirect Encoding.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2013)
Evolution of Incremental Complex Behavior on Cellular Machines.
Academic chapter
-
Tufte, Gunnar.
(2009)
Evolvable Machines: An EvoDevo Approach.
Academic chapter
-
Tufte, Gunnar.
(2006)
Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System.
Academic chapter
-
Tufte, Gunnar.
(2006)
Cellular Development: A Search for Functionality.
Academic chapter
-
Tufte, Gunnar;
Thomassen, Joacim.
(2006)
Size Matters: Scaling of Organisms and Genomes for Development of Emergent Structures.
Academic chapter
-
Nichele, Stefano;
Glover, Tom;
Tufte, Gunnar.
(2016)
Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata.
Academic chapter
-
Nichele, Stefano;
Lykkebø, Odd Rune Strømmen;
Tufte, Gunnar.
(2015)
An Investigation of Underlying Physical Properties Exploited by Evolution in Nanotubes Materials.
Academic chapter
-
Antonakopoulos, Konstantinos;
Tufte, Gunnar.
(2012)
On the Evolvability of Different Computational Architectures using a Common Developmental Genome.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar;
Lykkebø, Odd Rune Strømmen;
Nichele, Stefano.
(2016)
An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes.
Academic chapter
-
Laketic, Dragana;
Tufte, Gunnar.
(2016)
A hierarchical view on Evolution-In-Materio computations.
Academic chapter
-
Nichele, Stefano;
Tufte, Gunnar.
(2012)
Genome Parameters as Information to Forecast Emergent Developmental Behaviors.
Academic chapter
Student thesis or dissertation
-
Tufte, Gunnar.
(2004)
Development of Digital Circuits on a Virtual Sblock FPGA.
NTNU
Doctoral thesis
-
Filho, Sidney Pontes;
Nichele, Stefano;
Yazidi, Anis;
Zhang, Jianhua;
Hammer, Hugo Lewi;
Sandvig, Ioanna;
Tufte, Gunnar.
(2023)
Optimization of dynamical systems towards criticality and intelligent behavior.
Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
-
Nichele, Stefano;
Tufte, Gunnar.
(2015)
Evolvability, Complexity and Scalability of Cellular Evolutionary and Developmental Systems.
Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
-
Sandvig, Axel;
Sandvig, Ioanna;
Tufte, Gunnar;
Ramstad, Ola Huse.
(2020)
Neural disorder at the edge of chaos.
Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
-
Djupdal, Asbjørn;
Tufte, Gunnar;
Aunet, Snorre.
(2003)
Konstruksjon av maskinvare for kjøring av sblokk-baserte eksperimenter.
NTNU
Master thesis
-
Heiney, Kristine;
Nichele, Stefano;
Sandvig, Ioanna;
Tufte, Gunnar.
(2023)
Deciphering and emulating neuronal communication: Population-level computation from elemental interactions.
NTNU
Doctoral thesis
Teaching
Courses
Outreach
2026
-
LectureJensen, Johannes Høydahl; Breivik, Ida; Penty, Arthur George; Strømberg, Anders; Kaarbø, Henrik Tidemann; Bhandari, Dheerendra Singh; Dale, Thea Marie; Själander, Magnus; Tufte, Gunnar; Folven, Erik. (2026) Directional Artificial Spin Ice. Online Artificial Spin Ice Sessions
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Conference posterJensen, Johannes Høydahl; Breivik, Ida; Penty, Arthur George; Strømberg, Anders; Kaarbø, Henrik Tidemann; Bhandari, Dheerendra Singh; Dale, Thea Marie; Själander, Magnus; Tufte, Gunnar; Folven, Erik. (2026) Directional Artificial Spin Ice. EEE International Magnetics Conference (INTERMAG 2026)
2025
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Conference posterBhandari, Dheerendra Singh; Strømberg, Anders; Breivik, Ida; Penty, Arthur George; Jensen, Johannes Høydahl; Foerster, Michael; Tufte, Gunnar; Folven, Erik. (2025) Clocking of emergent magnetic monopoles in Square ASI. Frontiers in Artificial Spin Ice 2025
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Conference posterPenty, Arthur George; Jensen, Johannes Høydahl; Breivik, Ida; Strømberg, Anders; Folven, Erik; Tufte, Gunnar. (2025) Controllable Gliders in ASI. Frontiers in Artificial Spin Ice 2025
2024
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Conference lectureBhandari, Dheerendra Singh; Strømberg, Anders; Breivik, Ida; Penty, Arthur George; Jensen, Johannes Høydahl; Foerster, Micheal; Tufte, Gunnar; Folven, Erik. (2024) Clocking Emergent magnetic monopole in square Artificial Spin Ice. 25th International Colloquium on Magnetic Films and Surfaces -ICMFS2024
2023
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Conference lectureJensen, Johannes Høydahl; Strømberg, Anders; Breivik, Ida; Penty, Arthur George; Folven, Erik; Tufte, Gunnar; Foerster, Michael; Nino, Miguel Angel; Khaliq, Muhammad Waqas. (2023) Material computation and magnetic metamaterials: Clocked dynamics in artificial spin ice. Current Research in Magnetism 2023: Magnetic Neuromorphic Computing
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Conference lectureBreivik, Ida; Jensen, Johannes Høydahl; Strømberg, Anders; Penty, Arthur George; Nino, Miguel Angel; Foerster, Micheal; Tufte, Gunnar; Folven, Erik. (2023) Controlled Domain Dynamics in Artificial Spin Ice. Norwegian NanoSymposium 2023
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Conference lectureBreivik, Ida; Jensen, Johannes Høydahl; Strømberg, Anders; Penty, Arthur George; Nino, Miguel Angel; Foerster, Micheal; Tufte, Gunnar; Folven, Erik. (2023) Stepwise Domain Growth in Artificial Spin Ice. Joint European Magnetic Symposia
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Conference posterStrømberg, Anders; Breivik, Ida; Jensen, Johannes Høydahl; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Leliaert, Jonathan; Själander, Hans Magnus; Folven, Erik; Tufte, Gunnar. (2023) flatspin: A Simulation Framework for Artificial Spin Systems. Frontiers in Artificial Spin Ice Workshop
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Conference lectureJensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Leliaert, Jonathan; Själander, Hans Magnus; Folven, Erik; Tufte, Gunnar. (2023) flatspin: A Large-Scale Artificial Spin Ice Simulator. IEEE Advances in Magnetics 2023
2022
-
Conference lectureTufte, Gunnar. (2022) On Unconventional Computing: Artificial Spin Ice (ASI). Unconventional Computing - Erice
-
Conference lectureTufte, Gunnar. (2022) Future scenarios and AI: Material computation Unconventional computation Bio-inspired AI. Artificial Intelligence and Design Thinking
2021
-
Conference lectureHeiney, Kristine; Tufte, Gunnar; Nichele, Stefano. (2021) On Artificial Life and Emergent Computation in Physical Substrates. International Conference on High Performance Computing & Simulation
-
Conference lectureTufte, Gunnar. (2021) Material Computation: Matter, Models and Metrics. Norwegian Artificial Intelligence Research Consortium
-
Conference lecture
-
Conference lecturePenty, Arthur George; Tufte, Gunnar. (2021) Sculpting the Spin Ice for Computation. The International Conference on Unconventional Computation and Natural Computation (UCNC)
-
Contribution to radio or TV
2020
-
Conference lectureVie, Knut Jørgen; Thorstensen, Erik; Gjefsen, Mads Dahl; Nichele, Stefano; Tufte, Gunnar. (2020) Ethical Tissues. The 32nd annual workshop of the Swedish Artificial Intelligence Society
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Conference lecturePontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano. (2020) EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. 23rd European Conference on the Applications of Evolutionary and bio-inspired Computation
-
Lecture
-
Conference lectureJensen, Johannes Høydahl; Strømberg, Anders; Lykkebø, Odd Rune Strømmen; Penty, Arthur George; Själander, Magnus; Folven, Erik; Tufte, Gunnar. (2020) Introducing flatspin. Enabling Large Scale Dynamical Artificial Spin Ice Simulations. Magnetism and Magnetic Materials 2020
2019
-
Conference posterChristiansen, Nicholas; Nichele, Stefano; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2019) Using computer models to infer disease pathology in in vitro models of amyotrophic lateral sclerosis. The 7th National PhD Conference in Neuroscience
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Conference posterStrømberg, Anders; Penty, Arthur George; Jensen, Johannes Høydahl; Lykkebø, Odd Rune Strømmen; Själander, Magnus; Tufte, Gunnar; Folven, Erik. (2019) Unconventional Computing with Artificial Spin Ice. Frontiers in Artificial Spin Ice
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Conference lecturePontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, I.; Tufte, Gunnar; Nichele, Stefano. (2019) A general representation of dynamical systems for reservoir computing. Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities, 9th Joint IEEE Int Conf. on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2019)
-
Conference lectureStrømberg, Anders; Digernes, Einar; Slöetjes, Samuel Dingeman; Jensen, Johannes Høydahl; Tufte, Gunnar; Grepstad, Jostein; Folven, Erik. (2019) Magnetic Force Microscopy of Intermediate Angle Pinwheel Artificial Spin Ice. Joint European Magnetic Symposia 2019
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Conference lectureStrømberg, Anders; Digernes, Einar; Jensen, Johannes Høydahl; Tufte, Gunnar; Grepstad, Jostein; Folven, Erik. (2019) Co-existing Ferromagnetic-Antiferromagnetic Order in a Magnetic Metamaterial. Norwegian NanoSymposium 2019
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Conference posterChristiansen, Nicholas; Nichele, Stefano; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2019) Using computer models to infer disease pathology in in vitro models of amyotrophic lateral sclerosis. 3rd Nordic Neuroscience Meeting
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Conference lectureStrømberg, Anders; Jensen, Johannes Høydahl; Tufte, Gunnar; Folven, Erik. (2019) Long-Range Order in Tightly Packed Pinwheel Artificial Spin Ice. NanoNetwork 2019
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Lecture
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Conference posterSchiro, Lars Erik; Bauer, Ulrich Stefan; Tufte, Gunnar; Sandvig, Axel; Sandvig, Ioanna. (2019) Alterations in functional spinal cord circuitry in response to injury. 3rd Nordic Neuroscience Meeting
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LectureTufte, Gunnar. (2019) SOCRATES AI-grunnforskning. Norwegian Open AI Lab. Presentasjon/diskusjon med Kommunal- og moderniseringsdepartementet (Digitaliseringsminister)
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Conference posterHeiney, Kristine; Valderhaug, Vibeke Devold; Sandvig, Ioanna; Tufte, Gunnar; Hammer, Hugo Lewi; Nichele, Stefano. (2019) Evaluating the criticality of neuronal networks toward the identification of pathological conditions. 3rd Nordic Neuroscience Meeting
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Interview
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Contribution to radio or TV
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Conference lectureTufte, Gunnar. (2019) Neurons and nano systems: the next computer?. The Big Challenge Science festival
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Conference lectureLykkebø, Odd Rune Strømmen; Jensen, Johannes Høydahl; Penty, Arthur George; Strømberg, Anders; Själander, Magnus; Folven, Erik; Tufte, Gunnar. (2019) Emergent computation on a magnetic lattice. First International Workshop on Theoretical and Experimental Material Computing (TEMC 2019)
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Conference lectureHeiney, Kristine; Valderhaug, Vibeke Devold; Ramstad, Ola Huse; Sandvig, Ioanna; Sandvig, Axel; Tufte, Gunnar; Hammer, Hugo Lewi; Nichele, Stefano. (2019) Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity. IEEE ICDL-EpiRob 2019 - Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities
2018
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Conference lecture
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InterviewPål, Buset; Tufte, Gunnar; Downing, Keith; Bringsværd, Tor Åge; Andersen, Håkon With. (2018) Våre barn Maskinene.
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Conference lectureTufte, Gunnar. (2018) Maverick Machines: from Self-organising Materials to Intelligence. Autonomy Day 2018 – 2nd Workshop on Autonomous and Adaptive Systems
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Conference posterRamstad, Ola Huse; Jarlsdottir, Sigrun; Wijdeven, Rosanne Francisca van de; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2018) Investigating the effect of axotomy on motoneuron network dynamics. FENS 2018
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Contribution to radio or TVNRK, P2; Tufte, Gunnar; Åm, Heidrun; hareide, dag; Grinde, Bjørn. (2018) Vestfrontmøtet: Vil du oppgradere til kroppen 2.0?.
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Conference lectureStrømberg, Anders; Jensen, Johannes Høydahl; Digernes, Einar; Tufte, Gunnar; Folven, Erik. (2018) Unconventional Computing with Artificial Spin Ice. NTNU Nano Symposium 2018
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Conference posterRamstad, Ola Huse; Jarlsdottir, Sigrun; Wijdeven, Rosanne Francisca van de; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel. (2018) Investigating the effect of axotomy on motoneuron networks. Norwegian School of Neuroscience PhD conference
2017
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InterviewWetlesen, Karin Johanne; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Stavdahl, Øyvind. (2017) Roboter med menneskelige hjerneceller er ikke lenger bare fantasi fra sience fiction.
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LectureSandvig, Ioanna; Tufte, Gunnar. (2017) Robotics - The NTNU Cyborg fusing neuroscience and automation. Statoil's CIUS day
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LectureNichele, Stefano; Ose, Mathias Berild; Risi, Sebastian; Tufte, Gunnar. (2017) CA-NEAT: An Evolved Cellular Automata Morphogenetic System Based On Compositional Pattern-Producing Network Developmental Mappings. 7th Morphogenetic Engineering Workshop (MEW) at ECAL 2017
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Conference posterBauer, Ulrich Stefan; van de Wijdeven, Rosanne; Ramstad, Ola Huse; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Sandvig, Axel. (2017) Developing an engineered neural network model to use in the study of Amyotrophic Lateral Sclerosis (ALS). 5th NRSN PhD Conference
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InterviewWolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne. (2017) I, Cyborg.
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Conference posterBauer, Ulrich Stefan; Ramstad, Ola Huse; Tufte, Gunnar; Nichele, Stefano; Sandvig, Ioanna; Sandvig, Axel. (2017) Developing an Engineered Neural Network Model for the Study of ALS. Nordic Neuroscience 2017
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InterviewWolden, Grete; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Åm, Heidrun. (2017) Denne roboten blir styrt av levende hjerneceller.
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InterviewJoakimsen, Trygve Strand; Lystad, Malin Sveinsdotter; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne. (2017) Lager krysning mellom menneske og maskin.
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InterviewMeland, Svein Inge; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne; Åm, Heidrun. (2017) NTNU skal lage en ekte Kyborg.
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InterviewWolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne. (2017) Forskere ved NTNU utvikler en robot som skal styres av levende hjerneceller.
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InterviewWolden, Grete; Brandslet, Steinar; Nichele, Stefano; Tufte, Gunnar; Aaser, Peter; Knudsen, Martinius; Hendseth, Sverre; Sandvig, Ioanna; Ramstad, Ola Huse; van de Wijdeven, Rosanne. (2017) Jeg, Kyborg.
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Conference posterRamstad, Ola Huse; Sandvig, Ioanna; Nichele, Stefano; Tufte, Gunnar; Sandvig, Axel. (2017) Modelling dynamics of motoneuron networks and spinal cord injury in vitro. Nordic Neuroscience 2017
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Conference lectureKnudsen, Martinius; Aaser, Peter; Ramstad, Ola Huse; Tufte, Gunnar; Valderhaug, Vibeke Devold. (2017) NTNU Cyborg på UKA Technology Conference. UKA Technology Conference
2016
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Conference posterLaketic, Dragana; Tufte, Gunnar. (2016) Hierarchical Dynamics Exhibited by Evolution-In-Materio Systems. Unconventional Computation and Natural Computation, UCNC 2016
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Conference posterJordal, Iver; Tufte, Gunnar; Brandtsegg, Øyvind. (2016) EVOLVING NEURAL NETWORKS FOR CROSS-ADAPTIVE AUDIO EFFECTS. AES Workshop on Intelligent Music Production, London, UK, 13 September 2016
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Contribution to radio or TVTarjem, Guro; Stavdahl, Øyvind; Knudsen, Martinius; Nichele, Stefano; Tufte, Gunnar; Ramstad, Ola Huse; Sandvig, Ioanna. (2016) Norsk robot får hjerneceller fra mennesker.
2015
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Conference posterLaketic, Dragana; Tufte, Gunnar. (2015) An Explanation of Computation - Collective Electrodynamics in Blobs of Carbon Nanotubes. 9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS)
2014
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LectureLykkebø, Odd Rune Strømmen; Tufte, Gunnar; Miller, Julian; Harding, Simon. (2014) Evolution in materials. ALIFE2014
2009
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Conference lectureTufte, Gunnar. (2009) The Discrete Dynamics of Developmental Systems. IEEE Congress on Evolutionary Computation (IEEE CEC 2009)
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Conference lectureTufte, Gunnar. (2009) Evolvable Machines: An EvoDevo Approach. Norwegian Artificial Intelligence Symposium
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Conference lectureTufte, Gunnar. (2009) LIVING SYSTEMS’ ORGANISATION AND PROCESSES FOR ACHIEVING ADAPTATION Principles to Borrow from Biology. Internationl Joint Conference on Computational Inteligence.
2008
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Conference lectureTufte, Gunnar. (2008) Virtual reality based prototyping of emergent behaviour in robots. Industrial Gaming 08
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Conference posterTufte, Gunnar. (2008) Trans<->Former #13: Exploration and Adaptation of Evolution Expressed in a Dynamic Sculpture. EvoStar 2008
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Conference lectureHaddow, Pauline; Tufte, Gunnar. (2008) Evolvable Hardware: A Tool for Reverse Engineering of Biological Systems. International conference from biology to hardware: evolvable systems (ICES 2008)
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Conference lectureJaccheri, Letizia; Trifonova, Anna; Tufte, Gunnar; Gangvik, Espen. (2008) The Open Wall. The 3rd International Conference on Digital Live Art -- (re)Actor3
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Conference lectureTufte, Gunnar. (2008) Phenotypic, Developmental and Computational Resources: Scaling in Artificial Development. GECCO 2008
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Conference lectureTufte, Gunnar. (2008) Evolution, Development and Environment Toward Adaptation through Phenotypic Plasticity and Exploitation of External Information. Artificial life XI The Eleventh International Conference on the Simulation and Synthesis of Living Systems
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Conference lectureTufte, Gunnar. (2008) Discovery and Investigation of Inherent Scalability in Developmental Genomes. The 8th International Conference on Evolvable Systems: From Biology to Hardware
2007
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Conference lectureHaddow, Pauline; Tufte, Gunnar. (2007) Extending Artificial Development: Exploiting Environmental Information for the Achievement of Phenotypic Plasticity. foredrag
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Conference lectureHaddow, Pauline; Tufte, Gunnar. (2007) Achieving a Simple Development Model for 3D Shapes: Are Chemicals Necessary?. GECCO 2007
2006
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Conference lecture
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Conference lectureTufte, Gunnar. (2006) Gene Regulation Mechanisms Introduced in the Evaluation Criteria for a Hardware Cellular Development System. AHS 2006
2005
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Contribution to radio or TV
2003
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Conference posterHaddow, Pauline; Downing, Keith; Aunet, Snorre; Tufte, Gunnar; Hartmann, Morten; Remortel, Piet van; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina. (2003) Complex Adaptive Organically-Inspired Systems (CAOS) Group. 2003 NASA / DoD Conference on Evolvable Hardware
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Conference lectureTufte, Gunnar; Haddow, Pauline. (2003) Building Knowledge into Developmental Rules for Circuite Design. Evolvable Systems: From Biology to Hardware, 5th International Conference, ICES2003
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Conference lectureTufte, Gunnar; Haddow, Pauline. (2003) Identification of Functionality during Development on a Virtual Sblock FPGA. 2003 Congress on Evolutionary Computation, CEC 2003
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Conference posterHaddow, Pauline; Downing, Keith; Tufte, Gunnar; Hartmann, Morten; remortel, Piet Van; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina; Aunet, Snorre. (2003) Complex Adaptive Organically-Inspired Systems (CAOS) Group. NASA / DoD Conference on Evolvable Hardware
2002
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Conference posterHaddow, Pauline; Downing, Keith; Tufte, Gunnar; Hartmann, Morten; remortel, Piet Van; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina; Aunet, Snorre. (2002) Complex Adaptive Organically-Inspired Systems (CAOS) Group. NASA / DoD Conference on Evolvable Hardware
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Conference posterHaddow, Pauline; Downing, Keith; Aunet, Snorre; Tufte, Gunnar; Hartmann, Morten; Remortel, Piet van; Petrovic, Pavel; Federici, Diego; Eskelund, Frode; Jørgensen, Katarina. (2002) Complex Adaptive Organically-Inspired Systems (CAOS) Group. 2002 NASA / DoD Conference on Evolvable Hardware
2001
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Conference lectureHaddow, Pauline; Tufte, Gunnar; Remortel, Piet van. (2001) Shrinking the Genotype: L-systems for EHW ?. The 4th International Conference on Evolvable Systems: From Biology to Hardware, ICES2001
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Conference lectureHaddow, Pauline; Tufte, Gunnar. (2001) Bridging the Genotype-Phenotype Mapping for Digital FPGAs. The Third NASA/DoD Workshop on Evolvable Hardware
2000
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Conference lectureHaddow, Pauline; Tufte, Gunnar. (2000) An evolvable hardware FPGA for adaptive hardware. The 2000 Congress on Evolutionary Computation
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Conference lectureTufte, Gunnar; Haddow, Pauline. (2000) Evolving an adaptive digital filter. The Second NASA/DoD Workshop on Evolvable Hardware
1999
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Conference lectureHaddow, Pauline; Tufte, Gunnar. (1999) Evolving A Robot Controller in Hardware. Norsk Informatikk Konferanse, NIK'99
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Conference lectureTufte, Gunnar; Haddow, Pauline. (1999) Prototyping a GA Pipeline for Complete Hardware Evolution. The first NASA/DoD Workshop on Evolvable Hardware